Recommendation engines are most common in today's business. However, building a fully automated recommendation platform is not an easy task. As soon as we think about recommendations, there are so many things that come into consideration. Machine learning and AIHuge computation needsThe cost involved in the recommendationAccuracy in predictions and so on The modern cloud … Continue reading Serverless ML’less recommendation engines
One of the biggest hesitant factors in the cloud adoption strategy is the support customers expect from the cloud vendors. As more and more the business is served by technology, it is natural for the customers to think long-term with the cloud before taking the first step. In the last couple of years, it is … Continue reading Enterprise or Startup – How to get kick-started, or keep going with AWS?
As businesses grow bigger, there is a huge amount of data that is being collected by the different systems. With the emergence of GDPR, CCPA, and many other privacy regulations, there are lots of changes in the way the data is collected. The data are collected anonymously without being tagged to an individual. Businesses collect … Continue reading AWS Glue – A simple, easy to use serverless ETL
Who doesn't want to move away from 2020 and step into 2021? No matter where you are located and what you do, I hope everyone is just as excited as I am to see what 2021 has to offer. In one way, Covid-19 has brought in a unilateral mindset among enterprises, organizations, and governments to … Continue reading 2020: Adaptive preparedness for the next decade and beyond
Serverless computing enables solutions without having to worry about the infrastructure that powers the solution. Cloud providers take care of the underlying infrastructure and manage the allocation of machine resources. This shift in serverless computing changes the way the solution design is arrived and architected. Cloud providers enable serverless computing by offering different services and … Continue reading Takeaway from serverless computing in AWS
Rapid Application Development(RAD), over the years, have been been a key element for the successful application development process. This uses rapid prototyping and iterative delivery, which is a sharp contrast to the typical waterfall development methodologies. In other words, 'fail fast - learn fast' is the new-gen development process. Typically there are 2 main categories … Continue reading Basic blocks of serverless cloud-native architecture available in AWS, GCP, and Azure